Lingyi Meng

According to our database, Lingyi Meng authored at least 16 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Drive-KD: Multi-Teacher Distillation for VLMs in Autonomous Driving.

Weitong Lian, Zecong Tang, Haoran Li, Tianjian Gao, Yifei Wang, Zixu Wang, Lingyi Meng, Tengju Ru, Zhejun Cui, Yichen Zhu, Hangshuo Cao, Qi Kang, Tianxing Chen, Yusen Qin, Kaixuan Wang, Yu Zhang

CoRR, January, 2026

AutoDriDM: An Explainable Benchmark for Decision-Making of Vision-Language Models in Autonomous Driving.

Zecong Tang, Zixu Wang, Yifei Wang, Weitong Lian, Tianjian Gao, Haoran Li, Tengju Ru, Lingyi Meng, Zhejun Cui, Yichen Zhu, Qi Kang, Kaixuan Wang, Yu Zhang

CoRR, January, 2026

Multi-vehicle interaction-aware trajectory prediction based on spatio-temporal graph attention network and transformer.

Run Zhao, Junyou Zhang, Shufeng Wang, Lingyi Meng, Xianheng Xin, Mingyue Zuo

Expert Syst. Appl., 2026

DPSSNet: a dual-path state space architecture for resolving the context-detail dilemma in high-resolution mangrove mapping.

Shikuan Wang, Yuangong Chen, Jianzhou Gong, Lingyi Meng, Mengquan Wu, Longxing Liu, Mingbin Guo, Haiwei Yuan

Expert Syst. Appl., 2026

Risk-Sensitive Machine Learning for Financial Decision Modeling Under Imbalanced Data: Evidence from Bank Telemarketing.

Bowen Dong, Xinyu Zhang, Yang Liu, Tianhui Zhang, Xianchen Liu, Lingmin Hou, Lingyi Meng, Zhen Guo, Aliya Mulati

Entropy, 2026

A peridynamic kernel formulated in Sobolev spaces and its implementation within the finite element framework.

Qian Xiang, Run Zhang, Zilong Wu, Lingyi Meng, Xiaoqing Zhang, Xiaohu Yao

Commun. Nonlinear Sci. Numer. Simul., 2026

Remote Sensing Forestry Similarity Convolution.

Shikuan Wang, Yuangong Chen, Jianzhou Gong, Lingyi Meng, Mengquan Wu, Longxing Liu, Haiwei Yuan, Mingbin Guo

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

Building from Scratch: A Multi-Agent Framework with Human-in-the-Loop for Multilingual Legal Terminology Mapping.

Lingyi Meng, Maolin Liu, Hao Wang, Yilan Cheng, Qi Yang, Idlkaid Mohanmmed

CoRR, December, 2025

Application of N37A Nonlinear Constitutive Relation in the Subgrade Filling of Ballastless Track.

Peng Xie, Yuhua Wang, Lingyi Meng

J. Circuits Syst. Comput., January, 2025

Intelligent vehicle driving decision-making model based on variational AutoEncoder network and deep reinforcement learning.

Shufeng Wang, Zhengli Wang, Xinkai Wang, Qingwei Liang, Lingyi Meng

Expert Syst. Appl., 2025

An advanced multi-source data fusion method utilizing deep learning techniques for fire detection.

Shikuan Wang, Mengquan Wu, Xinghua Wei, Xiaodong Song, Qingtong Wang, Yanchun Jiang, Jinkun Gao, Lingyi Meng, Zhipeng Chen, Qiyue Zhang, Yike Zhang, Shuang Liang, Shengtao Wei, Longxing Liu, Changbo Yi, Jinyi Lv

Eng. Appl. Artif. Intell., 2025

SRL-Gym: A Morphology and Controller Co-Optimization Framework for Supernumerary Robotic Limbs in Load-Bearing Locomotion.

Lingyi Meng, Enhao Zheng, Xiong Li, Zhong Zhang

Proceedings of the IEEE International Conference on Robotics and Automation, 2025

2024

Hierarchical Human Motion Intention Prediction for Increasing Efficacy of Human-Robot Collaboration.

Lingyi Meng, Lin Yang, Enhao Zheng

IEEE Robotics Autom. Lett., September, 2024

XGBoost-B-GHM: An Ensemble Model with Feature Selection and GHM Loss Function Optimization for Credit Scoring.

Yuxuan Xia, Shanshan Jiang, Lingyi Meng, Xin Ju

Syst., 2024

2023

An empirical study of incorporating syntactic constraints into BERT-based location metonymy resolution.

Hao Wang, Siyuan Du, Xiangyu Zheng, Lingyi Meng

Nat. Lang. Eng., May, 2023

2022

MINIPI: A MultI-scale Neural Network Based Impulse Radio Ultra-Wideband Radar Indoor Personnel Identification Method.

Lingyi Meng, Jinhui Zhang, Xikang Jiang, Wenyao Mu, Yili Wang, Lei Li, Lin Zhang

Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022